Developers Guide"

In GPCERF: Gaussian Processes for Estimating Causal Exposure Response Curves

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
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Contributions are appreciated and can take various forms, such as:

• Adding new features.
• Enhancing documentation.
• Addressing existing open issues.
• Creating new issues.
• Correcting typos.

Please review the following documents before making changes to the codebase.

Environment Setup

To contribute to the project, it's recommended to have your own local copy of GPCERF on your Github account. As a result, please fork the project. Then open your terminal (or Gitbash for Windows, Anaconda prompt, ...) and run the following command (brackets are not included):

git clone [e-mail]:[your user name]/GPCERF.git

• If you haven't already, generate an SSH key. Learn more here.

Now, you can modify the codebase and track your changes. Consider creating a new branch to work on the codebase. Refer to the following instructions for git branching.

Git Branching Model

While you can choose any branch name for your personal repository, maintaining consistency and understanding who's working on what is crucial. In this project, we follow the convention that is proposed by Vincent Driessen in his A successful Git branching model post.

Here is the summary of the branches:

• main: The main branch only hosts released software packages. Only project maintainers have write access to the master branch.
• develop: The develop branch serves as the primary branch, with the source code of HEAD always reflecting the latest delivered development changes for the next release.
• supporting branch: There are various supporting branches. We recommend contributors follow the naming convention for three main supporting branches:
• feature: we start a new feature branch to add new features to the software. The naming convention is iss[issue_number]_short_description. For example, if I need to add unittest to one of the functions in the package and the issue number is 12, iss12_add_unittest can be a valid git branch name. We start it with the issue number to go back and take a look at the issue details if necessary. Although feature branches are temporary, this naming convention helps developers to understand the situation while working on the codebase. If you are working on some features that there is no open issue for that, please open an issue here and assign it to yourself. You can also make a comment that you are working on that.
• hotfix: hotfix branches will be only used for fixing a bug on a released package. After fixing the bug, the third digit of the version number should be incremented by one. For example, 2.3.5 –> 2.3.6. These branches will be prefixed with hotfix and followed by the upcoming version number (e.g., in this case, hotfix_2.3.6)
• release: Release branches support the preparation of a new production release.

Where to submit pull requests?

Submit all pull requests to base repository: NSAPH-Software/GPCERF and base: develop branch.

Pull request checklist

• Please run devtools::document(), devtools::load_all() after your final modifications.
• Make sure that your modified code passes all checks and tests (you can run devtools::check() in RStudio)
• Your PR should pass all the CI and for merging.
• Add a line(s) about the modification to the NEWS.md file.
• If you are adding new features, please make sure that appropriate documentation is added or updated.
• Please clean up white spaces. Read more here.

Reporting bugs

Please report potential bugs by creating a new issue or sending us an email. Please include the following information in your bug report:

• A brief description of what you are doing, what you expected to happen, and what happened.
• OS that you are using and whether you are using a personal computer or HPC cluster.
• The version of the package that you have installed.

Style Guide

In this project, we follow the tidyverse style guide.

Summary

Names

• File names all snake_case and ends with .R (e.g., create_matching.R)
• variable names small letter and separate with _ if need (e.g., delta_n)
• Function names should follow snake_case style (e.g., generate_data)
• Function names follow verb+output convention (e.g., compute_resid)

Spaces and Indentation

• Indentations are two spaces (do not use tab)
• Place space around binary operators (e.g., x + y)

#Acceptable:
z <- x + y

#Not recommended:
z<-x+y # (no space)
z<- x+y
z<-x +y

• Place space after comma

#Acceptable:
a <- matrix(c(1:100), nrow = 5)

#Not recommended:
a <- matrix(c(1:100),nrow = 5) # (no space after comma)
a <- matrix( c(1:100), nrow = 5 ) # (extra space after and before parentheses)
a<-matrix(c(1:100), nrow = 5) # (no space around unary operator <- )

• Place space after # and before commenting and avoid multiple ###

#Acceptable:
# This is a comment

#Not recommended:
#This is a comment
#    This is a comment (more than one space after #)
## This is a comment (multiple #)
###    This is a comment (multiple # and more than one space)

• Do not put space at the opening and closing the parenthesis

#Acceptable:
x <- (z + y)

#Not recommended:
x <- ( z + y ) # (unnecessary space)
x <- (z + y )
x <- ( z + y)

• Place a space before and after () when used with if, for, or while.

#Acceptible
if (x > 2) {
  print(x)
}

# Not recommended
if(x > 2){
  print(x)
}

Other notes

• Maximum line length is 80 character
• Use explicit returns
• Use explicit tags in documentation (e.g., @title, @description, ...)

Notes on SuperLearner

In this package we create a customized wrapper for the SuperLearner internal libraries. Please read Notes on SL Wrappers for more details.

Logger

Use the logger to examine the internal process. By default, the level is set to "INFO", writing messages to the "GPCERF.log" file. To change the log file location and level, use the update_logger function.

GPCERF documentation built on June 22, 2024, 11:30 a.m.